Discover Awesome MCP Servers

Superset MCP Server

An MCP server for Apache Superset that enables AI models to manage dashboards, create charts with auto-detection, and execute SQL queries programmatically. It utilizes stateless HTTP transport to ensure compatibility with integration tools like Open WebUI.

Google-Drive-MCP-Server

Enables AI assistants to securely access and manage Google Drive files and Google Sheets within a specified folder scope, with support for reading various file types including PDFs and Excel.

Prometiam Company Data

Company data for Spain, France, the UK, Ireland and Poland — registry, KYB and sanctions.

zotero-mcp-server

An MCP server that integrates with Zotero to manage research references, enabling search, citation, and organization of your library.

Embody

MCP server embedded in TouchDesigner with 45 tools for creating operators, setting parameters, wiring connections, managing externalizations, and building real-time visual projects through natural conversation.

NeverOnce

Persistent, correctable AI memory with zero dependencies. Corrections always surface first and never decay. SQLite-backed, 400 lines of pure Python, MCP server included.

Partglyph MCP Gateway

Deterministic industrial parts replacement engine with official catalogs and expert accuracy checks

universal-notebook-mcp

Enables AI assistants to read, edit, and execute Jupyter notebook files (.ipynb) with live kernel output, without requiring JupyterLab.

risques_territoire_mcp

Assess natural and technological risks for French addresses or communes using open APIs (Géorisques, Base Adresse Nationale).

XMCP

A comprehensive MCP server for X/Twitter featuring over 70 tools for research, engagement, and publishing with granular permission-based access control. It includes specialized Playwright-powered tools for fetching X articles and supports extensive account management and thread operations.

Nutrition Research Assistant

Enables natural-language nutrition research for Indian foods, combining a curated knowledge base with hybrid RAG and specialized agents. Provides MCP tools for knowledge search, safe calculations, document retrieval, and optional live web search.

yek-mcp

Enables natural language querying of the Turkish Manuscript Institution's catalog of 674,000+ manuscripts, allowing AI-assisted browsing and discovery.

MeshCue Forge

An open-source MCP server that turns natural language hardware descriptions into complete, buildable projects including circuits, firmware, 3D-printable enclosures, PCB files, and documentation.

Jira MCP Server

A simple MCP server that provides access to Jira issues from Cursor AI, allowing users to reference and query Jira tickets directly in the chat panel.

SINTEGRA: PA

MCP server for consulting SINTEGRA PA official tax registration data, read-only with pay-per-use credits.

Sloot MCP Server

A TypeScript MCP server implementation using Express.js that provides basic tools like echo, time retrieval, and calculator functionality. Features session management, RESTful API endpoints, and Server-Sent Events for streamable communication.

omnifocus-mcp-bridge

An authenticated Streamable HTTP bridge that wraps the local OmniFocus MCP server, enabling remote MCP access with bearer token authentication and optional Tailscale Serve.

Trading MCP Server

Provides a comprehensive suite of 20 tools for cryptocurrency trading and technical analysis across 100+ exchanges like Binance and MEXC via CCXT. It enables users to execute orders, track positions, and scan for market opportunities through Claude Desktop using natural language.

swarm-rd-orchestrator-cli

An MCP server that exposes an append-only, SQLite-backed event log for parallel research agents, providing append_delta, pull_deltas, and list_tasks tools over stdio.

Playwright MCP Server

Provides browser automation using Playwright, enabling LLMs to interact with web pages, take screenshots, scrape, and execute JavaScript.

ollama-vision-mcp

A minimal local vision bridge for text-only VS Code Copilot, enabling it to see images by sending them to a local Ollama vision model and returning text descriptions. It provides MCP tools for image description, listing, OCR, and status checks.

solana-mcp-server

MCP server giving AI agents access to Solana blockchain data. 7 tools: wallet balances, transaction history, token prices (Jupiter + CoinGecko), token metadata, DeFi yields (Raydium + Orca), and token safety checks (RugCheck scores, holder concentration, insider detection).

agentfuse-mcp

Enables AI agents to access affiliate marketing capabilities through AgentFuse's API, allowing them to browse affiliate programs, generate tracked links, and record conversions without writing HTTP code.

arxiv-mcp-server

Manages arXiv papers: search, download, analyze, and save AI-generated summaries. Enables AI assistants to interact with the arXiv platform.

advocatehub-mcp

MCP server for Influitive AdvocateHub that provides 15 tools across members, groups, challenges, events, rewards, and approvals, enabling read and write operations with confirm gates and audit logging.

Ableton MCP Extended

An independently maintained MCP server that adds deeper session editing, mixing, MIDI surgery, and bounce workflows for Ableton Live, with enhanced privacy and security.

word-doc-mcp

MCP server for creating and reading Word (.docx) documents with rich formatting support.

ConvertAgent

File conversion built for AI agents. CLI, REST API, and MCP server — all sharing one engine.

OPNsense MCP

Enables remote agents to securely read firewall and NAT rules, inspect routing tables and logs, and execute safety-gated mutation plans through a bearer-authenticated MCP endpoint.

Script Runner MCP Server

Enables execution, listing, reading, and help retrieval of local Bash, PowerShell, and Python scripts from a specified directory.